Forge governed project scaffolds from the Agentic AI Development Workflow Specification.
Project description
specsmith
Governed project scaffolds for AI-assisted development.
Intelligence proposes. Constraints decide. The ledger remembers.
The Problem
AI coding agents are powerful but unstructured. Without governance, they skip verification, lose context between sessions, and produce inconsistent results. specsmith generates the governance layer — the rules, verification tools, CI pipelines, and documentation — that makes AI-assisted development auditable and repeatable.
What specsmith Does
For new projects: specsmith init generates a complete project scaffold with governance files, CI/CD, verification tools, and agent integration files tailored to your project type.
For existing projects: specsmith import detects your project's language, build system, and test framework, then generates governance overlay files without modifying your source code. Existing files are preserved.
For ongoing governance: specsmith audit checks health, specsmith export generates compliance reports, specsmith doctor verifies your tools are installed.
Every governed project follows the closed-loop workflow: propose → check → execute → verify → record.
Install
pip install specsmith
Quick Start
specsmith init # New project (interactive)
specsmith init --config scaffold.yml # New project (from config)
specsmith import --project-dir ./my-project # Adopt existing project
specsmith audit --project-dir ./my-project # Health check
specsmith export --project-dir ./my-project # Compliance report
specsmith doctor --project-dir ./my-project # Tool check
30 Project Types
Software: Python, Rust, Go, C/C++, .NET, JS/TS, mobile, monorepo, microservices, DevOps/IaC, data/ML, browser extensions.
Hardware: FPGA/RTL, Yocto BSP, PCB design, embedded systems.
Documents: Technical specifications, user manuals, research papers, API specifications, requirements management.
Business/Legal: Business plans, patent applications, legal/compliance frameworks.
Each type gets: tool-aware CI (correct lint/test/security/build tools), domain-specific directory structure, governance rules in AGENTS.md, and pre-populated requirements and test stubs.
30+ CLI Commands
| Command | Purpose |
|---|---|
init |
Scaffold a new governed project |
import |
Adopt an existing project (merge mode) |
audit |
Drift detection and health checks (--fix to auto-repair) |
validate |
Governance file consistency checks |
compress |
Archive old ledger entries |
upgrade |
Update governance to new spec version |
status |
CI/PR/alert status from VCS platform |
diff |
Compare governance against templates |
export |
Compliance report with REQ↔TEST coverage |
doctor |
Check if verification tools are installed |
7 Agent Integrations
AGENTS.md (cross-platform standard), Warp/Oz, Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf, Aider.
3 VCS Platforms
GitHub Actions, GitLab CI, Bitbucket Pipelines — all with tool-aware CI generated from the verification tool registry. Dependabot/Renovate configured per language ecosystem.
Documentation
specsmith.readthedocs.io — Full user manual with tutorials, command reference, project type details, tool registry, governance model, troubleshooting.
Links
License
MIT — Copyright (c) 2026 BitConcepts, LLC.
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refs/heads/develop - Owner: https://github.com/BitConcepts
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